Research & Academia

From Research to Impact

I combine academic rigor and applied vision to produce research that generates scientific knowledge and practical value. 34+ publications, 1,800+ citations, h-index 11.

34+

Publications

1.8K+

Citations

11

h-index

Academic Affiliations

Current roles in research and development

University of Milan
Research Fellow
Department of Clinical and Community Sciences
2020 - present

Focus:

AI in medicineEpidemiologyData Science
Cree Lighting Europe
Board Member & R&D Director
Research & Development
2020 - present

Focus:

Solid-state lightingSmart cityIoT

Research Areas

Main topics and scientific impact

AI in Medicine
Application of machine learning and AI for clinical decision support, predictive analytics and personalized medicine
12

Publications

450

Citations

Smart City & IoT
Intelligent systems for connected cities, adaptive lighting and energy optimization based on real-time data
8

Publications

320

Citations

Epidemiology & Public Health
Statistical models for epidemiological analysis, health trend forecasting and public health intervention evaluation
14

Publications

1027

Citations

Scientific Publications

Selection of peer-reviewed articles

Advanced forecasting of SARS‐CoV‐2‐related deaths in Italy, Germany, Spain, and New York State
202029 citations
SARS-CoV-2 specific serological pattern in healthcare workers of an Italian COVID-19 forefront hospital
2020120 citations
COVID-19 Mortality Rates in the European Union, Switzerland, and the UK
202065 citations

Analysis of timeliness, lockdown rigidity, and population density effects on COVID-19 mortality.

Predictive models for COVID-19-related deaths and infections
20207 citations
COVID-19 in Severe Asthma Network in Italy (SANI) patients: clinical features, impact of comorbidities and treatments
202096 citations
COVID-19 Mortality Rates in the European Union, Switzerland, and the UK: Effect of Timeliness, Lockdown Rigidity, and Population Density
202065 citations
Reply to: Kow CS et al. Are severe asthma patients at higher risk of developing severe outcomes from COVID-19?
20213 citations
The impact of COVID-19 on total mortality in Italy up to November 2020
20215 citations
Clinical and molecular diagnosis of Beckwith-Wiedemann syndrome with single-or multi-locus imprinting disturbance
202144 citations
Excess total mortality in 2021 in Italy was about one third of that observed in 2020
20217 citations
Excess mortality in Italy in 2020 by sex and age groups accounting for demographic changes and temporal trends in mortality
20219 citations
Excess total mortality during the Covid-19 pandemic in Italy: updated estimates indicate persistent excess in recent months
202230 citations
Updated estimates of excess total mortality in Italy during the circulation of the BA.2 and BA.4-5 Omicron variants: April-July 2022
202213 citations
Forecasting COVID-19 infection trends and new hospital admissions in Spain due to SARS-CoV-2 variant of concern omicron
20228 citations
No excess mortality among working-age Italians during the Omicron wave of Covid-19
20227 citations
Artificial intelligence hallucinations
2023164 citations

Analysis of AI hallucination phenomena and their implications for reliable AI systems.

Excess total mortality in Italy: an update to February 2023 with focus on working ages
20239 citations
Can artificial intelligence help for scientific writing?
20231089 citationsMost Cited

Exploration of AI tools and their impact on scientific writing processes, examining benefits and challenges.

Artificial intelligence hallucinations
2023164 citations
ChatGPT: unlocking the potential of Artificial Intelligence in COVID-19 monitoring and prediction
20235 citations
Can artificial intelligence help for scientific writing?
20231089 citationsMost Cited
The state of artificial intelligence in medical research: A survey of corresponding authors from top medical journals
202423 citations
Impact of COVID-19 on total excess mortality and geographic disparities in Europe, 2020–2023: a spatio-temporal analysis
202448 citations
Impact of COVID-19 on total excess mortality and geographic disparities in Europe, 2020-2023
202448 citations

Comprehensive spatio-temporal analysis of COVID-19's impact on mortality across European countries.

Patents

Protected Innovation

International patents for LED lighting and smart city technologies

Lighting device

Inventors: A. Gerli, A. Guazzora

EP 1830B12018Europe

Versione europea del brevetto per apparecchio di illuminazione LED con caratteristiche tecniche avanzate.

Dispositif d'éclairage

Inventors: A. Gerli, A. Guazzora

EP 2376830812018France

Versione francese del brevetto per dispositivo di illuminazione con tecnologia LED.

Lighting device

Inventors: A. Gerli, A. Guazzora

EP 1830B12018Europe

Versione europea del brevetto per apparecchio di illuminazione LED con caratteristiche tecniche avanzate.

Dispositif d'éclairage

Inventors: A. Gerli, A. Guazzora

EP 2376830812018France

Versione francese del brevetto per dispositivo di illuminazione con tecnologia LED.

Lighting device

Inventors: A. Gerli, A. Guazzora

US 8,608,3392013United States

Apparecchio di illuminazione a LED per applicazioni urbane con design innovativo per giardini, piste ciclabili e aree pedonali.

Lighting device

Inventors: A. Gerli, A. Guazzora

US 8,608,3392013United States

Apparecchio di illuminazione a LED per applicazioni urbane con design innovativo per giardini, piste ciclabili e aree pedonali.

Lampione a LED per giardini e piste ciclabili ed aree pedonali

Inventors: A.G. Guazzora, A.G. Gerli

IT 1392984812009Italy

Brevetto italiano per apparecchio di illuminazione LED specificamente progettato per spazi urbani verdi e percorsi pedonali.

Lampione a LED per giardini e piste ciclabili ed aree pedonali

Inventors: A.G. Guazzora, A.G. Gerli

IT 1392984812009Italy

Brevetto italiano per apparecchio di illuminazione LED specificamente progettato per spazi urbani verdi e percorsi pedonali.

Research Collaborations

I am always interested in interdisciplinary research collaborations that combine AI, smart cities, digital health and urban innovation.